{"id":"W4395780715","doi":"10.15468/dl.9x2y35","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001025078,0.001921214,0.001593814,0.004604104,0.0009904323,0.002663327,0.002854462,0.002103439,0.1818643],"category_scores_gemma":[0.006169822,0.0009683518,0.001117052,0.009038263,0.0004474854,0.002381176,0.002501869,0.002078247,0.2350619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00169499,"about_ca_system_score_gemma":0.002297903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02281646,"about_ca_topic_score_gemma":0.03704342,"domain_scores_codex":[0.9989597,0.000138744,0.0001355814,0.0003640662,0.000235805,0.0001660883],"domain_scores_gemma":[0.997561,0.0007110603,0.0002306868,0.000601457,0.0006062801,0.000289515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002606624,0.000009884246,0.0003107492,0.0004400263,0.0000123746,0.00001333187,0.00002062495,0.0001052025,0.00008580399,0.0003472307,0.9975048,0.001123998],"study_design_scores_gemma":[0.00008573061,0.000006995911,0.001762976,0.0001756528,0.00001320269,0.00003373377,0.00006666731,0.0001685717,0.0001719968,0.0007702651,0.9967278,0.00001650031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003339605,0.00002016979,0.00004098201,0.00003358125,0.000009888879,0.000004792207,0.9989045,0.0003474819,0.0006052576],"genre_scores_gemma":[0.0001588804,0.00002889869,0.0001863699,0.00004582409,0.000003478798,0.00004205255,0.9989012,0.000165625,0.0004676222],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8181357,"threshold_uncertainty_score":0.6083966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}